Building AI-native products from 0 to scale. Co-founder of FabricAI — acquired by Visma. Scaling the product line from 1M€ to 5M€ ARR. Investor and advisor through Calmbay Capital.
I'm a product leader, entrepreneur, and AI advocate based in Tampere, Finland. In 2018, I co-founded FabricAI alongside Jarkko Tolvanen, Juhani Tolvanen, and Kaarle Putti — driven by a shared frustration with the manual, time-consuming work of purchase invoice processing.
We built FabricAI from a whiteboard sketch into a product trusted by over 40,000 companies, processing more than 1 million invoices every month. Our ambition was clear from day one — we literally drew "Exit to Visma" on a whiteboard. In 2023, that vision became reality.
Today I lead FabricAI's product line as Product Director at Visma, driving the business from 1M€ ARR toward 5M€. Alongside that, I invest in and support early-stage founders through my holding company, Calmbay Capital Oy.
Leading FabricAI's product line within Visma — shaping product strategy, growing the team, and heading international partnerships. Driving the business from 1M€ ARR toward 5M€ revenue in scale-up mode.
A personal holding and investment vehicle for supporting early-stage startups and building a long-term asset base. Backing founders with capital, networks, and hands-on experience from the startup trenches.
From co-founding one of Finland's first AI-native accounting products to scaling it inside a Nordic tech giant, I've spent years at the frontier of practical AI adoption — not just discussing it, but shipping it.
Designing products where AI is baked into the core workflow — not bolted on as an afterthought.
Translating early AI innovation into repeatable, scalable product lines with enterprise-grade reliability.
Building AI-powered partnerships — connecting products, platforms, and people to accelerate growth.
Whether you're building something bold, looking for a partner, or just want to connect — I'm always open to a good conversation.